Datasets:

JustinLeeCEO
/

MSCOCO2014

problem string	answer list	image_id string
<image>Provide a brief description of the given image.	[ "A long dirt road going through a forest.", "A SCENE OF WATER AND A PATH WAY", "A sandy path surrounded by trees leads to a beach.", "Ocean view through a dirt road surrounded by a forested area. ", "dirt path leading beneath barren trees to open plains" ]	270070
<image>Provide a brief description of the given image.	[ "A group of zebra standing next to each other.", "This is an image of of zebras drinking", "ZEBRAS AND BIRDS SHARING THE SAME WATERING HOLE", "Zebras that are bent over and drinking water together.", "a number of zebras drinking water near one another" ]	101772
<image>Provide a brief description of the given image.	[ "A tabby cat sitting in front of a car.", "A brown and black cat sitting on driveway next to a white car.", "A sleepy looking cat sitting in front of a white car.", "A cat sits in front of a parked car.", "A cat sitting in front of a parked white car. " ]	359320
<image>Provide a brief description of the given image.	[ "A woman walks down an empty street next to a large street clock.", "A clock is on top of the pole on the sidewalk", "A city street with a clock on the sidewalk.", "A clock is mounted to a pole on a sidewalk.", "there is a tall black clock in the middle of the street" ]	486482
<image>Provide a brief description of the given image.	[ "A crowd of people on a beach flying kites.", "Lots of people enjoying their time on the beach.", "a beach with hundreds of people and kites in the air", "A man flying kite in the middle of a crowded beach", "People on the beach for a kite flight." ]	116155
<image>Provide a brief description of the given image.	[ "Three snowboarders are in the air after riding a snow ramp.", "Three people on snowboards jumping a snowy hill.", "Three snow boarders mid air on a jump.", "Snow boarders hurtle above the snow at a resort", "A couple of people doing jumps off of a hill on snowboards" ]	82143
<image>Provide a brief description of the given image.	[ "A man laying on a chair with a woman while holding a banana.", "A man and woman sitting closely on a bean bag type chair together, and the man is holding a banana in his hand.", "A man in a fedora holding a banana sitting with a woman in a white dress.", "A man and a woman appear to be on stage in costume and the man is holding a banana.", "A woman laying next to a man with a fake banana in his hand." ]	242307
<image>Provide a brief description of the given image.	[ "a cat laying on a bench like it was sleepy", "Chubby cat laying on it's back, sleeping on a bench", "A striped cat from chest up on its back with a paw raised and squinted eyes, lying on a wooden slatted surface.", "a cat that is laying down on a wooden bench", "A gray tiger cat laying on top of a wooden bench." ]	510484
<image>Provide a brief description of the given image.	[ "Kids brushing their teeth in a restroom happy", "two young children brush their teeth in front of a bathroom sink", "Two children brushing their teeth in a bathroom", "Two young children brush their teeth in the bathroom.", "a couple of kids brush their teeth " ]	339597
<image>Provide a brief description of the given image.	[ "Someone snow skiing rapidly down a steep hill", "a person skiing down a snowy slope ", "A skier skiing down a snowy slope with two poles in hand.", "A downhill skier wearing a helmet, goggles and a pink jacket.", "A woman is snowboarding down a snowy mountain." ]	366396
<image>Provide a brief description of the given image.	[ "The person is holding a cell phone in their hands.", "A girl is using her cell phone with both hands.", "A person that is on their cell phone.", "A woman holding a smart phone wearing bracelets.", "A girl in a blue shirt and blue shorts holding a purple cell phone. " ]	363942
<image>Provide a brief description of the given image.	[ "There is an orange peel on the shores of a beach.", "An orange object sits on the beach with the ocean nearby. ", "We are looking at a sea shore on a cloudy day.", "There is an orange peel on the beach.", "Two random objects are sitting on the beach. ", "A orange that is cut sitting in the sand." ]	244928
<image>Provide a brief description of the given image.	[ "A PICTURE OF A MAN IN A MONK OUTFIT ", "A gentleman in a monk's outfit seated on a train station bench.", "Woman with bright smock sitting on a wooden bench", "a bald man in yellow is sitting on a bench", "Man with yellow robe waiting for the train" ]	239417
<image>Provide a brief description of the given image.	[ "A red double decker bus driving down a crowded street.", "A street scene with people and a double decker bus.", "blurry shot of a city at night with pedestrians, bikers and a bus", "A street scene with a double decker bus and cyclist wearing a luminous vest.", "A busy street in the middle of a city." ]	45059
<image>Provide a brief description of the given image.	[ "A woman hitting a tennis ball on a tennis court ", "A woman is running with a tennis racket", "The woman hits the tennis ball to her opponent.", "A tennis player in action on the court.", "A woman is playing tennis on a court" ]	556018
<image>Provide a brief description of the given image.	[ "A bathroom with a bathtub, sink, mirror, and toilet paper roll. ", "A large rest room that is very nicely decorated.", "Fancy hotel bathroom with bathtub, sink, and toilet.", "A bath tub sitting in a bathroom next to a sink.", "An elegant bathroom, with a bathtub and a sink." ]	328391
<image>Provide a brief description of the given image.	[ "A group of people pushing blue canoes into water.", "The seven children are ready to ride their boats ", "A bunch of people canoing on a body of water.", "A group of people in watercraft at the edge of a shore. ", "People gather at a river in a boat and kayak " ]	441327
<image>Provide a brief description of the given image.	[ "A woman holding a tennis racquet on a court.", "A tennis player is swinging her racket at a ball.", "A woman completing a swing of her tennis racquet on a court.", "Two people playing doubles tennis on a blue court.", "A woman in white sports gear hitting a tennis ball." ]	544001
<image>Provide a brief description of the given image.	[ "A group of people playing a game with Nintendo Wii controller.", "A couple of people playing a Nintendo Wii game.", "A group of people play a game with controllers.", "some people and two of them are playing a video game", "A group of people standing next to each other holding Wii controllers." ]	514930
<image>Provide a brief description of the given image.	[ "Foldable chair on beach near the ocean with strong breeze.", "A beach chair and sandals in the sand.", "A chair is sitting under an umbrella on a beach.", "A chair that is in the sand by shoes.", "A beach chair out on the sand near an ocean. " ]	36618
<image>Provide a brief description of the given image.	[ "a person walking with a cow near other people ", "A man leads a cow into a market.", "The cow is standing still as a man holds her lead.", "A cow being lead around on a showroom floor.", "A man is holding a cow on a leash" ]	452782
<image>Provide a brief description of the given image.	[ "a woman rides on a skate board through a skate park", "a girl riding a skateboard in a skate park", "A young girl skateboarding at a skate park while other watch.", "a young girl skateboarding across a ramp at a skate park", "A girls skateboarding at a skateboard park while lots of people watch her" ]	93424
<image>Provide a brief description of the given image.	[ "a red stop sign at a snowy street intersection", "A red stop sign sitting on the side of a road.", "a stop sign on a city street covered in snow", "The stop sign is clearly visible for all of us to see.", "Street corner with stop sign with snow piles around" ]	288025
<image>Provide a brief description of the given image.	[ "A black and white photo of men holding a tennis racket", "A group of men sitting around together on top of chairs.", "A group of men siting by a house.", "A black and white picture of people holding their tennis rackets. ", "This is a vintage photo with four men in it." ]	269605
<image>Provide a brief description of the given image.	[ "A large residential kitchen heavily decorated in white.", "A modern white kitchen with an electric stove, sink and other items on the cabinets.", "A beautiful white kitchen with silver and wood trimming.", "A kitchen scene with the sink and an oven.", "white kitchen cabinets a silver sink and stove and a light" ]	110484
<image>Provide a brief description of the given image.	[ "a hotel room with a couch, chair and beds", "A hotel room with two beds and a balcony.", "A motel room is decorated in deep man cave colors.", "A small room with a couch, a chair, a small tree and two small beds.", "a bedroom with a bed, a coach, a potted plant and a window" ]	239180
<image>Provide a brief description of the given image.	[ "a person holds up an upside down banana.", "Someone is holding up a fresh looking banana. ", "A person is holding a banana in their hand.", "a hand is holding a single banana to eat", "A person sitting in a car holding a banana." ]	267956
<image>Provide a brief description of the given image.	[ "Two soccer players running towards each other kicking a ball", "Two young men kicking a soccer ball around an open green field.", "Two teen boys playing soceer in the park. ", "Two young men go against each other in a game of soccer.", "Two men are playing soccer in a field. " ]	524063
<image>Provide a brief description of the given image.	[ "A very tiny bowl filed with fruit sitting next to a penny.", "a bowl full of fruit sits next to a penny ", "a small blue bowl with fruit in it and a penny", "A miniature blue bow of fruits next to a penny. ", "A bowl of fruit next to a penny " ]	265398
<image>Provide a brief description of the given image.	[ "Two dogs that are in the back of a truck.", "Two dogs standing on the back of a flatbed truck.", "THERE ARE TWO DOGS THAT ARE STANDING ON THE BACK OF THE TRUCK ", "Two different dogs riding on the back of a pick up truck.", "Two dogs standing on the back of a truck." ]	244720
<image>Provide a brief description of the given image.	[ "An exotic meal is served on an intricate place setting made from green leaves.", "Food is sitting on the plate on the table", "meat on a stick some deviled eggs and some broccoli ", "A plate of food with chopsticks on it.", "The dinner features hard boiled eggs and other items served on a large leaf." ]	139386
<image>Provide a brief description of the given image.	[ "Man in swim suit carrying paddle board on sholder.", "A man holding a surf board over his head in the ocean.", "A man carrying his surf board out of the ocean", "A shirtless man carrying a surfboard out of the water", "A man carries a surf board over his head out of the ocean." ]	374388
<image>Provide a brief description of the given image.	[ "Two men sitting at a table eating pizza off of white paper plates.", "Two boys are sitting at a table eating pizza", "two children sitting at a table with plates of pizza", "Two young boys eating pizza in a restaurant", "Two boys eating slices of pizza at a table." ]	309260
<image>Provide a brief description of the given image.	[ "A group of people sitting around a dinner table together.", "people on a table eating and others smiling", "A large group of people are at a dining table.", "some people are sitting at a table together", "Group of adults sitting at long table enjoying meal." ]	299333
<image>Provide a brief description of the given image.	[ "A flowering plant with bright yellow petals in the sun.", "A bunch of ripe bananas hanging from a tree", "a close up of a bunch of banana on a tree", "The plant resembles many small bananas growing on it.", "Several yellow bananas are growing on the plant." ]	238299
<image>Provide a brief description of the given image.	[ "A man riding a motorcycle on a curvy race track.", "A person on their side on a motor bike on a road.", "A motorcycle racer has fallen down on the track.", "a person riding a motorcycle on a closed surface", "a man on a motorcycle is sideways on the track" ]	400734
<image>Provide a brief description of the given image.	[ "A black-and-white photo of a destroyed kitchen with a fridge.", "An open fridge in a run down kitchen that could use some work.", "A kitchen with a refrigerator opened with trash hanging from it.", "An old open refrigerator in a dilapidated room.", "A messy kitchen containing two old refrigerators and broken tile. " ]	562008
<image>Provide a brief description of the given image.	[ "A healthy lunchbox with sandwich, fruits and vegetables.", "A prepackaged lunch with a sandwhich as well as fruits and veggies.", "A plastic tray with four smaller trays filled with food.", "A trey with a sandwich and other foods layed out on it", "Different containers with different foods fill a lunch box." ]	260248
<image>Provide a brief description of the given image.	[ "A brown teddy bear sitting behind a cat on top of blankets.", "A cat rests on a rumpled bed with a teddy bear.", "A photo of a cat laying on a bed next to a teddy bear.", "A cat curled up on a bed with a huge teddy bear.", "A cat laying right on top of a stuff teddy bear and pile of clothes." ]	452807
<image>Provide a brief description of the given image.	[ "A bus parked in a bus station in front of a building.", "A city bus that's pulled into the bus terminal and is being unloaded. ", "A man has his head in the luggage storage compartment of a tour bus.", "A colorful passenger bus stopped with the door open.", "Passenger bus stopped with its door open and sign on. " ]	399236
<image>Provide a brief description of the given image.	[ "An older woman sitting at a table while using a laptop computer.", "A person using a laptop on the table at the library. ", "an older woman is using a laptop at a library.", "A woman using a laptop in a library or bookstore", "Woman sat a a table in a library working in a laptop" ]	133766
<image>Provide a brief description of the given image.	[ "Travelers in line in the baggage claim area.", "A row of people with luggage walking by slot machines.", "People with luggage standing in line at the airport", "A crowd of people standing in an airport holding luggage.", "The airplane passengers are walking with their bags in the airport." ]	372130
<image>Provide a brief description of the given image.	[ "A woman standing in a kitchen next to jars on a counter.", "A woman canning fruits and vegetables on a kitchen counter with a sauce pot on the stove.", "The woman is putting food inside jars to keep them fresh", "A woman prepares glass jars full of liquid on her counter.", "A woman standing at her kitchen counter canning vegetables." ]	1145
<image>Provide a brief description of the given image.	[ "a close up of sliced pizza on a pan", "A pizza on a pan with a spatula.", "The crusty pizza looks good enough to eat.", "The large pizza has mushrooms and pepperoni on it.", "A metal tray filled with a pizza missing a slice" ]	502253
<image>Provide a brief description of the given image.	[ "We can see the buss in the rear view mirror.", "A rear view mirror shows a reflection of a school bus.", "A school bus is seen by its reflection in the mirror.", "A school bus can be seen reflected in its own rear view mirror. ", "Reflection of a school bus in its own side view mirror." ]	262415
<image>Provide a brief description of the given image.	[ "A batter is taking swing at an incoming pitch in a baseball game", "a baseball player swings a bat at a ball", "A baseball player about to hit a pitched baseball with a bat while the umpire and catcher stand behind him.", "An umpire and catcher watches as a batter swings on a baseball.", "A baseball player is swinging at a baseball." ]	148639
<image>Provide a brief description of the given image.	[ "A woman standing near a large display in a mall, with large teddy bears on it.", "a girl is standing near a large teddy bear", "The lady is touching the big teddy bear. ", "A woman is near a carousel of teddy bears.", "a woman posing with a pink teddy bear" ]	47639
<image>Provide a brief description of the given image.	[ "A couch sitting in a living room with pillows on top of it.", "A couch, computer, desk, and other items in a room ", "A living room in a well decorated house.", "A livingroom has a black sofa with a bunch of pillows a plant is in the corner and a computer desk with a computer and keyboard on top..", "Modern decorations in living area of residential home." ]	235328
<image>Provide a brief description of the given image.	[ "A white plate topped with two slices of pizza.", "A close up of two slices of pizza on a plate.", "THERE IS A PLATE OF VEGETABLE PIZZA ON IT", "Two slices of pizza sit on a plate covered with leafy greens. ", "A couple pieces of pizza on a plate" ]	118572
<image>Provide a brief description of the given image.	[ "A cat laying on top of a bed under a blanket.", "There is a cat stretching out on a blanket", "A black cat is laying on top of a red blanket.", "A cat taking a nap under a blanket", "a black cat sleeping on a bed under some blankets " ]	246470
<image>Provide a brief description of the given image.	[ "a man relaxing in an office with something in his mouth", "A man is sitting back in a chair with a doughnut in his mouth.", "A man is leaning back in his chair eating a doughnut.", "A man sitting at an office desk leaning back in his chair with a doughnut in his mouth.", "A man on a break at work with feet on his desk eats a doughnut." ]	499024
<image>Provide a brief description of the given image.	[ "wild birds in the forest with young ones in the grass", "A flock of turkeys in the grass in front of some trees.", "A group of turkeys are walking next to some trees.", "Several turkeys are walking together near some trees.", "A group of geese flocking in broad daylight." ]	322091
<image>Provide a brief description of the given image.	[ "some young men in suits and ties standing together ", "Four young men in suits pose for the camera. ", "Some young men are posing in front of a camera. ", "A group of young men standing next to each other holding neck ties.", "Some smiling young guys that are very well dressed." ]	93677
<image>Provide a brief description of the given image.	[ "A pizza is sitting on a plate in a kitchen.", "Closeup of a pizza with cheese and sauce on a pan.", "a close up of a pizza on a pan on a table", "A chili pie with melted cheddar cheese on top.", "a large pizza that is on a pan" ]	571483
<image>Provide a brief description of the given image.	[ "A little girl crawling out of a piece of luggage.", "A young girl climbing out of a small suitcase", "A young toddler has found her self trapped in a suit case.", "A little girl is crawling out of a suitcase", "A young girl climbing out of a suitcase on the floor" ]	256533
<image>Provide a brief description of the given image.	[ "A mixture of vegetables on a dinner plate", "A plate is piled with an assortment of vegetables.", "A plate topped with meat, and different types of veggies.", "A white plate holding bread, green beans, carrots and broccoli.", "Plate full of food with broccoli and cauliflower." ]	414667
<image>Provide a brief description of the given image.	[ "THIS IS A PHOTO OF A MAN PLAYING BASEBALL", "South paw baseball player practices his swing with a personalized bat", "A man in a baseball uniform swinging his bat at home plate in a ball park.", "The baseball player is taking a swing with the bat. ", "Baseball player delivering hit to ball during game." ]	7894
<image>Provide a brief description of the given image.	[ "A man in his underwear riding a skateboard down a street.", "A man in his underwear sitting on a skateboard going down a street.", "A man sitting down on a skateboard going down the street.", "A man is sitting on a skateboard in his underwear.", "A man in boxers is sitting on a skateboard." ]	125724
<image>Provide a brief description of the given image.	[ "A person that is doing a skateboard trick in the air.", "A person jumping on snowboard next to a mountain.", "A snowboarder making a jump as someone the ground looks on.", "A snow boarder performing a trick in mid air.", "A snowboarder performing a trick in a snowy mountainous area. " ]	60690
<image>Provide a brief description of the given image.	[ "A bird bath filled with water and birds.", "A stone bird bath with three birds using it.", "A bird bath with three birds amongst some greenery.", "Several birds perched on the edge of a bird bath.", "A bunch of birds that are on a ceramic planter." ]	39000
<image>Provide a brief description of the given image.	[ "An aerial view of people playing with a frisbee.", "A bunch of people are standing out in a field a red one has their arms out as a white ball is in the air.", "A group of people playing with a green disc in a grassy field.", "Children and adults play frisbee in the park", "a group of people throwing a Frisbee aorund" ]	111799
<image>Provide a brief description of the given image.	[ "city employees controlling traffic on a busy street", "some people two traffic guards buses and cars", "Crossing guards directing traffic in the middle of the street.", "Traffic workers direct traffic at a busy intersection.", "A view of city buses around congested traffic. " ]	552721
<image>Provide a brief description of the given image.	[ "A zebra is walking outside in the dirt. ", "A zebra stands in front of a fallen log.", "a black and white picture of a zebra walking in the wild ", "A striped zebra is standing next to an enclosure.", "A zebra standing next to a pile of logs." ]	12750
<image>Provide a brief description of the given image.	[ "a person sitting on a luggage bag in a field ", "A man that is sitting on a suitcase in the grass.", "A man sitting on a suitcase on the grass.", "A young man sitting on a suitcase on the grass.", "A man in a sweater-vest is sitting on luggage bag outside. " ]	127073
<image>Provide a brief description of the given image.	[ "Two young woman playing video games together in a room ", "Two women in a living room playing video games.", "the women are smiling holding on the game controllers", "a couple of women are playing a video game ", "Two women holding Wii remotes in their hands." ]	449913
<image>Provide a brief description of the given image.	[ "A sandwich with meat on it and a pickle next to it.", "A sandwich on a plate with a bite taken out of it and a pickle on the side.", "Two halves of a sandwich that is on a plate.", "A sandwich that has a bite taken out of it.", "A pastrami sandwich on rye bread with a dill pickle." ]	74549
<image>Provide a brief description of the given image.	[ "Banana and orange with pinkish-red rose in background.", "Bananas and a grapefruit a resting in front of a flower pot. ", "Green bananas, yellow grapefruit and a pot of flowers.", "The green banana is not ripe yet, but the orange is.", "Green bananas and a grapefruit are sitting in front of flowers." ]	38668
<image>Provide a brief description of the given image.	[ "Here of zebras on side of a dirt road in their natural environment.", "A herd of zebra standing on top of a dirt road.", "The zebra are grazing through the grass on the side of the road. ", "A group of zebras are grazing in the grass roadside.", "Six zebras eating grass of of a dirt road." ]	132303
<image>Provide a brief description of the given image.	[ "a child walking in a mess with books that he made", "The young child is walking through the living room.", "A kid is walking through a messy room.", "A toddler runs past a sofa and books scattered on the floor.", "A little boy walking across a hard wood floor." ]	41345
<image>Provide a brief description of the given image.	[ "A metal cart sitting next to two men.", "two men standing in front of small car", "A couple of men standing near a jeep as one holds an oriental umbrella.", "to people are standing in front of an automobile.", "Two men stand in a parking lot behind an unhitched trailer." ]	355947
<image>Provide a brief description of the given image.	[ "Two cars parked on a street and a multicolored building in the background.", "A red car parked next to a traffic sign next to a street.", "A car sits on the side of a street near a building covered in graffiti. ", "A car parked on the street next to a sign", "A photo sitting of two different cars sitting on a crub." ]	166637
<image>Provide a brief description of the given image.	[ "A person flying a kite high up in the sky.", "A child flying a kite near water while standing with a dog.", "A boy flying a kite with a dog during the day.", "A little kid standing on a grass covered beach next to a dog.", "A boy flying a kite in a field next to a dog and a lake." ]	92353
<image>Provide a brief description of the given image.	[ "there is a young girl wearing a dress flying a kite", "A young girl flying a kite on top of a beach.", "A girl flying a kite in a cloud filled sky.", "Girl in dress flying colorful kite in cloudy sky", "A little girl that is standing flying a kite." ]	157875
<image>Provide a brief description of the given image.	[ "A man and woman sitting on top of a red couch.", "a man and a woman playing a video game", "A man and woman are siting on the couch playing the wii.", "Two people sitting on a couch playing a video game.", "a couple of people that are sitting on a red couch" ]	56416
<image>Provide a brief description of the given image.	[ "A plate of food that is on a table.", "A blue and white plate holding rice and vegetables.", "A plate with mixed veggies and some kind of meat.", "Vegetables, rice, and meat are on a decorated plate.", "A plate with meatloaf, cauliflower, and rice with sugar. " ]	338458
<image>Provide a brief description of the given image.	[ "There is a woman swinging a tennis racket.", "A tennis player reaches out with her racket.", "A woman is in action on the tennis court.", "A female tennis player actively returning a serve.", "A woman with a tennis racquet lunges on the court. " ]	105168
<image>Provide a brief description of the given image.	[ "A white toilet bowl with a green flush handle", "A toilet in a bathroom has a green flush switch.", "A toilet in a very fancy looking bathroom in gold colors.", "A toilet in a fancy bathroom in gold colors.", "a public bathroom toilet with a green flush handle", "A toilet with a green handle inside of the bathroom." ]	477420
<image>Provide a brief description of the given image.	[ "A batter holding a bat with a catcher and umpire behind.", "Baseball players in uniform playing a game of baseball", "The baseball player is preparing to swing at the next pitch.", "A bunch of baseball players playing a baseball game.", "a batter holding onto his bat waiting for the pitch " ]	23140
<image>Provide a brief description of the given image.	[ "A skateboarder prepares to reverse back into the bowl at a skatepark. ", "a male is doing a trick on a skateboard and people", "Man on a skateboard in a busy park", "A person that is doing a check on a skateboard.", "A man is skateboarding as a crowd watches." ]	296883
<image>Provide a brief description of the given image.	[ "A group of people sitting on top of a metal bench.", "Three women sitting on a bench near a body of water.", "Three generations of ladies sit on a dock admiring the water.", "Three women sitting on park bench along the seaside.", "Three women sit on a bench on a board walk." ]	267851
<image>Provide a brief description of the given image.	[ "Some people are eating food at a table ", "This modern eaterie serves interesting foods and choice wines", "Mirror reflection of a couple eating pizza at the table", "A group of people sitting around and having dinner at a restaurant.", "A large wooden framed mirror reflecting people eating food." ]	101248
<image>Provide a brief description of the given image.	[ "A woman staring into a kitchen with a yellow draped table.", "The woman is looking into the old fashioned kitchen.", "A long table is shown with a yellow table cloth.", "Lady standing near stove looking toward kitchen table.", "A kitchen scene with the back of a woman's head in the foreground." ]	482381
<image>Provide a brief description of the given image.	[ "The tennis player is about to the hit the ball", "A man is hitting a tennis ball on a tennis court.", "A man swinging a tennis racket at the tennis court. ", "A man swinging a tennis racquet at a ball.", "A man delivering hit to a small tennisball" ]	344599
<image>Provide a brief description of the given image.	[ "a drawing of boats on a boating dock", "A variety of boats sit at the dock.", "Many boats are docked in a city harbor. ", "a number of small boats at a harbor ", "A scene of a crowded harbor against a backdrop of a city skyline." ]	578317
<image>Provide a brief description of the given image.	[ "A bowl of soup on a colorfully decorated table.\n", "A white bowl full of food sitting on a table.", "A bowl of stew is sitting on the table.", "A decorated table with soup dish served in a bowl", "A bowl of fresh root soup with ham sits on a striped place mat." ]	361736
<image>Provide a brief description of the given image.	[ "A pair of scissors, a pin cushion, and a thimble.", "A pin cushion , thimble and pair of scissors", "Sewing implements include scissors, a thimble and pins in a cushion.", "A pair of scissors, a thimble, and a pin cushion.", "There are some pins, a pin cushion, and some scissors." ]	427036
<image>Provide a brief description of the given image.	[ "An airplane in a field with a woman on the nose and several photographers taking pictures.", "There is a film scene being shot centering around the airplane in the field.", "A photo shot of a woman sitting on the front of an airplane.", "A couple of women posing on the nose of a plane for a photo.", "Several people photographing two girls sitting on the nose of a small airplane." ]	487145
<image>Provide a brief description of the given image.	[ "two men holding skiing poles on the snow", "A couple of people riding skis down a snow covered slope.", "Some skiers posing on a very steep snowy hill.", "THIS IS A PHOTO OF TWO GUYS POSING WHILE OUT SKIING", "These two skiers pose before their downhill run." ]	572383
<image>Provide a brief description of the given image.	[ "A group of men riding down the top of a snow covered ski slope.", "A couple of men on skis and a snowboard riding down a hill.", "Skier and snowboarder at a the bottom of a low traffic slope.", "two people skiing down a bunny slope at a ski resort.", "A man snowboards while another person skis down a mountain" ]	68335
<image>Provide a brief description of the given image.	[ "A pasture with sheep inside a fence ", "A herd of cattle standing on top of a grass field.", "There is a picture of an outside region. \n", "A fenced pasture of sheep that are grazing on grass.", "A bunch of animals that are standing in the grass." ]	93496
<image>Provide a brief description of the given image.	[ "an elephant walking across some grass in front of some plants", "An elephant is walking along in the jungle.", "An elephant walking around a field of trees.", "a large elephant walking alongside a green walkway", "A elephant walking on grass in a forest." ]	309491
<image>Provide a brief description of the given image.	[ "The man smiles while standing in the door of a passenger train.", "A man stands happily at the doorway to a train. ", "A man standing on a train near the door.", "a man is half way on to a train", "The man is happy to be boarding the train." ]	551717
<image>Provide a brief description of the given image.	[ "A bathroom door with a sink by it.", "The back of a bathroom door in a house", "The corner of a batch room with a white sink and red shower curtain.", "A bathroom scene with focus on the bathroom door.", "A bathroom is shown with a door cracked." ]	539710
<image>Provide a brief description of the given image.	[ "A brown bear stands in front of rocks", "brown bear standing in flowing water with his mouth open.", "A brown bear walks through the wilderness alone.", "A grizzly bear stands on a rock, covered in mud.", "a lone bear stands in the wilderness watching" ]	5745
<image>Provide a brief description of the given image.	[ "A red umbrella sitting in the middle of a walkway.", "A red umbrella on the ground in front of brick building.", "An umbrella laying abandoned on the street with a small group of women in the background. ", "An upside down, opened, red umbrella outside a building.", "A red umbrella sits on a paved stone walkway." ]	423829
<image>Provide a brief description of the given image.	[ "A boat parked next to a pier surrounded by water grass.", "A row boat moored at a pier in the water.", "a harbor with a small boat tethered near tall grass", "a boat docked in the water next to grassland area", "Small boat tied down on a small makeshift dock. " ]	532256
<image>Provide a brief description of the given image.	[ "Group of boats in water next to various buildings.", "A group of boats floating in the water in front of buildings.", "Several large boats are parked on the dock.", "an image of a boat docked in the harbor", "A harbor with several boats in it with the town in the background." ]	406250
<image>Provide a brief description of the given image.	[ "A racquet that is sitting next to a ball.", "A tennis ball sitting on the tennis court in front of a racket.", "A tennis ball and racket at a player's feet.", "A player gathering a tennis ball off the ground with his racket.", "A tennis show with a racket and a ball." ]	491430
<image>Provide a brief description of the given image.	[ "A picture of some animals standing around with each other.", "Three black cows standing around in the dirt.", "Livestock stand in the dirt outside a grass-roofed hut.", "Three bulls stand in the sand outside a house.", "Skinny cows by thatched huts on a beach" ]	543980
<image>Provide a brief description of the given image.	[ "A woman pulling a piece of luggage down a sidewalk.", "A pair of feet with a rolly suitcase behind it on a sidewalk", "A person wearing a red shoe and carrying a purple suitcase.", "A woman stands on a walkway with little round grips.", "an image of a person with a luggage rack" ]	300896

End of preview. Expand in Data Studio

This dataset was converted from MSCOCO 2014 aiming at adapting the COCO dataset to EasyR1 using the following script.

NOTE:

This dataset only use COCO's segmentation data and caption data from its trainset and valset.
The first N_val samples of original valset act as new valset.
The last N_test samples of original valset act as new testset.

import os
import json
from datasets import Dataset, DatasetDict, Sequence
from datasets import Image as ImageData
from PIL import Image

N_train = 10000   # Limit to first 10000 images
N_val = 1500   # Limit to first 1500 images
N_test = 1500  # Limit to first 1500 images
MSCOCO_PATH = "/share/liyilin-nfs/datasets/MSCOCO"

def generate_train_data(data_path: str, instances: dict, captions: dict):
    i = 0
    for fname in os.listdir(data_path):
        if i == N_train:
            break
        i += 1
        if fname.lower().endswith(('.jpg', '.jpeg', '.png')):
            image_id = os.path.splitext(fname)[0][-10:].lstrip("0")
            image = Image.open(os.path.join(data_path, fname)).convert("RGB")
            
            img_instances = instances.get(image_id, [])
            img_captions = captions.get(image_id, [])
            
            yield {
                "images": [image],
                "problem": "<image>Provide a brief description of the given image.",
                "answer": img_captions,
                "image_id": image_id
            }

def generate_val_data(data_path: str, instances: dict, captions: dict):
    fnames = sorted([f for f in os.listdir(data_path) if f.lower().endswith(('.jpg', '.jpeg', '.png'))])
    for fname in fnames[:N_val]:
        image_id = os.path.splitext(fname)[0][-10:].lstrip("0")
        image = Image.open(os.path.join(data_path, fname)).convert("RGB")
        img_instances = instances.get(image_id, [])
        img_captions = captions.get(image_id, [])
        yield {
            "images": [image],
            "problem": "<image>Provide a brief description of the given image.",
            "answer": img_captions,
            "image_id": image_id
        }

def generate_test_data(data_path: str, instances: dict, captions: dict):
    fnames = sorted([f for f in os.listdir(data_path) if f.lower().endswith(('.jpg', '.jpeg', '.png'))])
    for fname in fnames[-N_test:]:
        image_id = os.path.splitext(fname)[0][-10:].lstrip("0")
        image = Image.open(os.path.join(data_path, fname)).convert("RGB")
        img_instances = instances.get(image_id, [])
        img_captions = captions.get(image_id, [])
        yield {
            "images": [image],
            "problem": "<image>Provide a brief description of the given image.",
            "answer": img_captions,
            "image_id": image_id
        }

def load_instances_and_captions(instances_json_path, captions_json_path):
    with open(instances_json_path, 'r') as f:
        instances_data = json.load(f)
    with open(captions_json_path, 'r') as f:
        captions_data = json.load(f)

    instances_map = {}
    for ann in instances_data['annotations']:
        image_id = str(ann['image_id'])
        category_id = ann['category_id']
        if image_id not in instances_map:
            instances_map[image_id] = []
        instances_map[image_id].append(category_id)
    captions_map = {}
    for ann in captions_data['annotations']:
        image_id = str(ann['image_id'])
        caption = ann['caption']
        if image_id not in captions_map:
            captions_map[image_id] = []
        captions_map[image_id].append(caption)
    
    return instances_map, captions_map

def main():
    train_path = f"{MSCOCO_PATH}/train2014"
    val_path = f"{MSCOCO_PATH}/val2014"

    train_instances_json = f"{MSCOCO_PATH}/annotations/instances_train2014.json"
    val_instances_json = f"{MSCOCO_PATH}/annotations/instances_val2014.json"
    train_captions_json = f"{MSCOCO_PATH}/annotations/captions_train2014.json"
    val_captions_json = f"{MSCOCO_PATH}/annotations/captions_val2014.json"

    train_instances_map, train_captions_map = load_instances_and_captions(train_instances_json, train_captions_json)
    val_instances_map, val_captions_map = load_instances_and_captions(val_instances_json, val_captions_json)

    trainset = Dataset.from_generator(
        generate_train_data, 
        gen_kwargs={"data_path": train_path, "instances": train_instances_map, "captions": train_captions_map}
    )
    valset = Dataset.from_generator(
        generate_val_data, 
        gen_kwargs={"data_path": val_path, "instances": val_instances_map, "captions": val_captions_map}
    )
    testset = Dataset.from_generator(
        generate_test_data, 
        gen_kwargs={"data_path": val_path, "instances": val_instances_map, "captions": val_captions_map}
    )

    dataset = DatasetDict({"train": trainset, "val": valset, "test": testset}).cast_column("images", Sequence(ImageData()))
    dataset.push_to_hub("JustinLeeCEO/MSCOCO2014")
    print("Successfully pushed the dataset to HuggingFace!")

if __name__ == "__main__":
    main()

Downloads last month: 66

Size of downloaded dataset files:

6.26 GB

Size of the auto-converted Parquet files:

6.26 GB

Number of rows:

13,000